Suede AI Skills Directory
mcp-builder vs azure-aigateway
A comparison selected for MCP Servers. Compare the task description and license first, then use the score breakdown to inspect their published files.
Quality snapshot: 2026-10-22. Install counts: skills.sh, 2026-11-08. This pair was selected from shared topics and recorded installs; it is not a claim about joint search volume.
At a glance
| Evidence | mcp-builder (anthropics/skills) | azure-aigateway (microsoft/azure-skills) |
|---|---|---|
| Listing | mcp-builder | azure-aigateway |
| Task | Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). | Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI model governance, MCP rate limiting, jailbreak detection, add Azure OpenAI backend, add AI Foundry model, test AI gateway, LLM policies, configure AI backend, token metrics, AI cost control, convert API to MCP, import OpenAPI to gateway. |
| Quality score | 89/100 · B | 71/100 · C |
| License | Apache-2.0 | MIT |
| Cost lane | free-with-service | free-open-source |
| Recorded installs | 138,547 | 643,822 |
| Report | Score report | Score report |
Where the scores differ
| Component | mcp-builder | azure-aigateway |
|---|---|---|
| Structural checks | 56 / 56 | 48 / 56 |
| Description length | 5 / 5 | 5 / 5 |
| Boundary clause | 0 / 4 | 0 / 4 |
| Example request | 0 / 3 | 0 / 3 |
| Instruction depth | 7 / 7 | 4 / 7 |
| Reference files | 3 / 3 | 3 / 3 |
| Bundled scripts | 2 / 2 | 0 / 2 |
| Recent maintenance | 9 / 9 | 9 / 9 |
| Curated-list citations | 7 / 7 | 0 / 7 |
| Tool permissions declared | 0 / 2 | 0 / 2 |
| Compatibility declared | 0 / 2 | 2 / 2 |
mcp-builder has the higher structural-quality score by 18 points. Use the task descriptions above to judge fit. These scores do not measure runtime performance or security.
Inspect before installing
mcp-builder and azure-aigateway link to their publishers, licenses and installation routes. Read the source before giving either skill access to your project.